{"id":"W2417562882","doi":"10.1177/0961000615595455","title":"Scaffolding in information search: Effects on less experienced searchers","year":2015,"lang":"en","type":"article","venue":"Journal of Librarianship and Information Science","topic":"Information Retrieval and Search Behavior","field":"Computer Science","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Point (geometry); Computer science; Information literacy; Information retrieval; Psychology; World Wide Web","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005274622,0.0004237032,0.0008446162,0.0009341576,0.0008235921,0.0021384,0.0006173504,0.0009516706,0.003929511],"category_scores_gemma":[0.05196824,0.0004725696,0.0005519644,0.0005209228,0.0008228245,0.001272922,0.001475961,0.001069645,0.0004665467],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005155806,"about_ca_system_score_gemma":0.0009729535,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00150704,"about_ca_topic_score_gemma":0.001638992,"domain_scores_codex":[0.9964856,0.001455961,0.0005017447,0.0004996488,0.0005174075,0.0005395741],"domain_scores_gemma":[0.8988751,0.07440966,0.01023803,0.004823899,0.003463098,0.008190162],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01548688,0.04432881,0.5283611,0.001835219,0.0005190963,0.001655671,0.09943326,0.001400183,0.04351238,0.0007097158,0.001447435,0.2613103],"study_design_scores_gemma":[0.001044526,0.02654113,0.9332713,0.0002584765,0.0003322512,0.0007956959,0.01904081,0.002283747,0.01057778,0.001063712,0.004635598,0.000154879],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991774,0.00006381033,0.0001131352,0.00003900695,0.000005605718,0.00003018662,0.00001084793,0.00001588966,0.0005440427],"genre_scores_gemma":[0.9980914,0.00009519131,0.0009097601,0.00005639629,0.00001200966,0.00006315699,0.00004123846,0.000007052418,0.0007237447],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005274622,"threshold_uncertainty_score":0.02789521,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07725841982653249,"score_gpt":0.2995495556301274,"score_spread":0.2222911358035949,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}